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AI agent vulnerability · MLflow

CVE-2023-6018: Remote Code Execution due to Full Controled File Write in mlflow

criticalCVSS 3.0 10.0GHSA-5p3h-7fwh-92rc

The mlflow web server includes tools for tracking experiments, packaging code into reproducible runs, and sharing and deploying models. As this vulnerability allows to write / overwrite any file on the file system, it gives a lot of ways to archive code execution (like overwriting /home/ /.bashrc).

Published Nov 16, 2023 · Updated Aug 8, 2024

Affected packages

mlflow

Ecosystem
PyPI
Affected
<= 2.8.1
Fixed in
2.9.2
Check
pip show mlflow

Advisory details

From the GitHub Advisory Database (CC BY 4.0).

The mlflow web server includes tools for tracking experiments, packaging code into reproducible runs, and sharing and deploying models. As this vulnerability allows to write / overwrite any file on the file system, it gives a lot of ways to archive code execution (like overwriting /home/<user>/.bashrc). A malicious user could use this issue to get command execution on the vulnerable machine and get access to data & models information.

Credited to marco27183, mberges21.

References

How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. No analysis has been written for this entry yet. Methodology

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